9 citations · 16 across the 3 of their papers we have counts for
3 papers
Parallel Streaming Signature EM-tree: A Clustering Algorithm for Web Scale Applications
Christopher M. de Vries, Lance De Vine, Shlomo Geva +1
The proliferation of the web presents an unsolved problem of automatically analyzing billions of pages of natural language. We introduce a scalable algorithm that clusters hundreds…
TopSig: Topology Preserving Document Signatures
Shlomo Geva, Christopher M. De Vries
Performance comparisons between File Signatures and Inverted Files for text retrieval have previously shown several significant shortcomings of file signatures relative to inverted…
Random Indexing K-tree
Christopher M. De Vries, Lance De Vine, Shlomo Geva
Random Indexing (RI) K-tree is the combination of two algorithms for clustering. Many large scale problems exist in document clustering. RI K-tree scales well with large inputs due…